Dataset statistics
| Number of variables | 44 |
|---|---|
| Number of observations | 8161 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 MiB |
| Average record size in memory | 135.0 B |
Variable types
| BOOL | 32 |
|---|---|
| NUM | 12 |
Reproduction
| Analysis started | 2021-12-10 00:59:02.395690 |
|---|---|
| Analysis finished | 2021-12-10 00:59:33.949141 |
| Version | pandas-profiling v2.6.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
PARENT1_Yes is highly correlated with PARENT1_No | High Correlation |
PARENT1_No is highly correlated with PARENT1_Yes | High Correlation |
MSTATUS_Yes is highly correlated with MSTATUS_No | High Correlation |
MSTATUS_No is highly correlated with MSTATUS_Yes | High Correlation |
SEX_M is highly correlated with SEX_F | High Correlation |
SEX_F is highly correlated with SEX_M | High Correlation |
CAR_USE_Private is highly correlated with CAR_USE_Commercial | High Correlation |
CAR_USE_Commercial is highly correlated with CAR_USE_Private | High Correlation |
REVOKED_Yes is highly correlated with REVOKED_No | High Correlation |
REVOKED_No is highly correlated with REVOKED_Yes | High Correlation |
URBANICITY_Highly Urban/ Urban is highly correlated with URBANICITY_Highly Rural/ Rural | High Correlation |
URBANICITY_Highly Rural/ Rural is highly correlated with URBANICITY_Highly Urban/ Urban | High Correlation |
KIDSDRIV has 7180 (88.0%) zeros | Zeros |
HOMEKIDS has 5289 (64.8%) zeros | Zeros |
YOJ has 625 (7.7%) zeros | Zeros |
OLDCLAIM has 5009 (61.4%) zeros | Zeros |
CLM_FREQ has 5009 (61.4%) zeros | Zeros |
MVR_PTS has 3712 (45.5%) zeros | Zeros |
LOG_INCOME has 615 (7.5%) zeros | Zeros |
TARGET_FLAG
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.9 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6008 | 73.6% | |
| 1 | 2153 | 26.4% |
| Distinct count | 5 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17105746844749417 |
|---|---|
| Minimum | 0 |
| Maximum | 4 |
| Zeros | 7180 |
| Zeros (%) | 88.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.5115340939 |
|---|---|
| Coefficient of variation (CV) | 2.99042245 |
| Kurtosis | 11.79177272 |
| Mean | 0.1710574684 |
| Median Absolute Deviation (MAD) | 0.3009907177 |
| Skewness | 3.353069928 |
| Sum | 1396 |
| Variance | 0.2616671292 |
| Value | Count | Frequency (%) | |
| 0 | 7180 | 88.0% | |
| 1 | 636 | 7.8% | |
| 2 | 279 | 3.4% | |
| 3 | 62 | 0.8% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 0 | 7180 | 88.0% | |
| 1 | 636 | 7.8% | |
| 2 | 279 | 3.4% | |
| 3 | 62 | 0.8% | |
| 4 | 4 | < 0.1% |
| Value | Count | Frequency (%) | |
| 4 | 4 | < 0.1% | |
| 3 | 62 | 0.8% | |
| 2 | 279 | 3.4% | |
| 1 | 636 | 7.8% | |
| 0 | 7180 | 88.0% |
AGE
Real number (ℝ≥0)
| Distinct count | 60 |
|---|---|
| Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.790466854552136 |
|---|---|
| Minimum | 16.0 |
| Maximum | 81.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 39 |
| median | 45 |
| Q3 | 51 |
| 95-th percentile | 59 |
| Maximum | 81 |
| Range | 65 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 8.624418837 |
|---|---|
| Coefficient of variation (CV) | 0.1925503225 |
| Kurtosis | -0.0581198168 |
| Mean | 44.79046685 |
| Median Absolute Deviation (MAD) | 6.916652779 |
| Skewness | -0.02906388708 |
| Sum | 365535 |
| Variance | 74.38060028 |
| Value | Count | Frequency (%) | |
| 46 | 401 | 4.9% | |
| 45 | 382 | 4.7% | |
| 48 | 363 | 4.4% | |
| 47 | 355 | 4.3% | |
| 43 | 351 | 4.3% | |
| 41 | 336 | 4.1% | |
| 44 | 336 | 4.1% | |
| 42 | 333 | 4.1% | |
| 50 | 329 | 4.0% | |
| 40 | 317 | 3.9% | |
| Other values (50) | 4658 | 57.1% |
| Value | Count | Frequency (%) | |
| 16 | 5 | 0.1% | |
| 17 | 1 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 19 | 5 | 0.1% | |
| 20 | 3 | < 0.1% |
| Value | Count | Frequency (%) | |
| 81 | 1 | < 0.1% | |
| 80 | 1 | < 0.1% | |
| 76 | 1 | < 0.1% | |
| 73 | 3 | < 0.1% | |
| 72 | 3 | < 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7212351427521138 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 5289 |
| Zeros (%) | 64.8% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.116323291 |
|---|---|
| Coefficient of variation (CV) | 1.547793812 |
| Kurtosis | 0.6510197811 |
| Mean | 0.7212351428 |
| Median Absolute Deviation (MAD) | 0.9348395221 |
| Skewness | 1.341620234 |
| Sum | 5886 |
| Variance | 1.24617769 |
| Value | Count | Frequency (%) | |
| 0 | 5289 | 64.8% | |
| 2 | 1118 | 13.7% | |
| 1 | 902 | 11.1% | |
| 3 | 674 | 8.3% | |
| 4 | 164 | 2.0% | |
| 5 | 14 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 5289 | 64.8% | |
| 1 | 902 | 11.1% | |
| 2 | 1118 | 13.7% | |
| 3 | 674 | 8.3% | |
| 4 | 164 | 2.0% |
| Value | Count | Frequency (%) | |
| 5 | 14 | 0.2% | |
| 4 | 164 | 2.0% | |
| 3 | 674 | 8.3% | |
| 2 | 1118 | 13.7% | |
| 1 | 902 | 11.1% |
| Distinct count | 21 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.527141281705674 |
|---|---|
| Minimum | 0.0 |
| Maximum | 23.0 |
| Zeros | 625 |
| Zeros (%) | 7.7% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 9 |
| median | 11 |
| Q3 | 13 |
| 95-th percentile | 15 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.978653799 |
|---|---|
| Coefficient of variation (CV) | 0.377942472 |
| Kurtosis | 1.453767399 |
| Mean | 10.52714128 |
| Median Absolute Deviation (MAD) | 2.888798207 |
| Skewness | -1.257713512 |
| Sum | 85912 |
| Variance | 15.82968605 |
| Value | Count | Frequency (%) | |
| 11 | 1457 | 17.9% | |
| 12 | 1158 | 14.2% | |
| 13 | 1016 | 12.4% | |
| 14 | 785 | 9.6% | |
| 10 | 749 | 9.2% | |
| 0 | 625 | 7.7% | |
| 9 | 521 | 6.4% | |
| 15 | 463 | 5.7% | |
| 8 | 384 | 4.7% | |
| 7 | 300 | 3.7% | |
| Other values (11) | 703 | 8.6% |
| Value | Count | Frequency (%) | |
| 0 | 625 | 7.7% | |
| 1 | 6 | 0.1% | |
| 2 | 15 | 0.2% | |
| 3 | 36 | 0.4% | |
| 4 | 37 | 0.5% |
| Value | Count | Frequency (%) | |
| 23 | 2 | < 0.1% | |
| 19 | 12 | 0.1% | |
| 18 | 25 | 0.3% | |
| 17 | 101 | 1.2% | |
| 16 | 204 | 2.5% |
TRAVTIME
Real number (ℝ≥0)
| Distinct count | 97 |
|---|---|
| Unique (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.48572478862884 |
|---|---|
| Minimum | 5 |
| Maximum | 142 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 22 |
| median | 33 |
| Q3 | 44 |
| 95-th percentile | 60 |
| Maximum | 142 |
| Range | 137 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 15.90833341 |
|---|---|
| Coefficient of variation (CV) | 0.4750780672 |
| Kurtosis | 0.6663746248 |
| Mean | 33.48572479 |
| Median Absolute Deviation (MAD) | 12.63117297 |
| Skewness | 0.4469816868 |
| Sum | 273277 |
| Variance | 253.0750719 |
| Value | Count | Frequency (%) | |
| 5 | 334 | 4.1% | |
| 35 | 219 | 2.7% | |
| 30 | 219 | 2.7% | |
| 32 | 214 | 2.6% | |
| 25 | 214 | 2.6% | |
| 36 | 211 | 2.6% | |
| 29 | 207 | 2.5% | |
| 33 | 206 | 2.5% | |
| 24 | 204 | 2.5% | |
| 37 | 202 | 2.5% | |
| Other values (87) | 5931 | 72.7% |
| Value | Count | Frequency (%) | |
| 5 | 334 | 4.1% | |
| 6 | 49 | 0.6% | |
| 7 | 43 | 0.5% | |
| 8 | 54 | 0.7% | |
| 9 | 70 | 0.9% |
| Value | Count | Frequency (%) | |
| 142 | 1 | < 0.1% | |
| 134 | 1 | < 0.1% | |
| 124 | 1 | < 0.1% | |
| 113 | 1 | < 0.1% | |
| 103 | 1 | < 0.1% |
BLUEBOOK
Real number (ℝ≥0)
| Distinct count | 2789 |
|---|---|
| Unique (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15709.899522117388 |
|---|---|
| Minimum | 1500.0 |
| Maximum | 69740.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 1500 |
|---|---|
| 5-th percentile | 4900 |
| Q1 | 9280 |
| median | 14440 |
| Q3 | 20850 |
| 95-th percentile | 31110 |
| Maximum | 69740 |
| Range | 68240 |
| Interquartile range (IQR) | 11570 |
Descriptive statistics
| Standard deviation | 8419.734075 |
|---|---|
| Coefficient of variation (CV) | 0.5359508547 |
| Kurtosis | 0.7935064449 |
| Mean | 15709.89952 |
| Median Absolute Deviation (MAD) | 6732.170474 |
| Skewness | 0.7945061471 |
| Sum | 128208490 |
| Variance | 70891921.9 |
| Value | Count | Frequency (%) | |
| 1500 | 157 | 1.9% | |
| 6000 | 34 | 0.4% | |
| 6200 | 33 | 0.4% | |
| 5800 | 33 | 0.4% | |
| 6400 | 31 | 0.4% | |
| 5900 | 30 | 0.4% | |
| 6100 | 30 | 0.4% | |
| 6500 | 29 | 0.4% | |
| 5400 | 28 | 0.3% | |
| 5700 | 26 | 0.3% | |
| Other values (2779) | 7730 | 94.7% |
| Value | Count | Frequency (%) | |
| 1500 | 157 | 1.9% | |
| 1520 | 1 | < 0.1% | |
| 1530 | 1 | < 0.1% | |
| 1540 | 1 | < 0.1% | |
| 1590 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 69740 | 1 | < 0.1% | |
| 65970 | 1 | < 0.1% | |
| 62240 | 1 | < 0.1% | |
| 61050 | 1 | < 0.1% | |
| 57970 | 1 | < 0.1% |
TIF
Real number (ℝ≥0)
| Distinct count | 23 |
|---|---|
| Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.35130498713393 |
|---|---|
| Minimum | 1 |
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 25 |
| Range | 24 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.146635309 |
|---|---|
| Coefficient of variation (CV) | 0.7748830088 |
| Kurtosis | 0.4243279295 |
| Mean | 5.351304987 |
| Median Absolute Deviation (MAD) | 3.366132908 |
| Skewness | 0.891139559 |
| Sum | 43672 |
| Variance | 17.19458439 |
| Value | Count | Frequency (%) | |
| 1 | 2533 | 31.0% | |
| 6 | 1341 | 16.4% | |
| 4 | 1242 | 15.2% | |
| 10 | 780 | 9.6% | |
| 7 | 620 | 7.6% | |
| 3 | 424 | 5.2% | |
| 13 | 278 | 3.4% | |
| 11 | 242 | 3.0% | |
| 9 | 225 | 2.8% | |
| 17 | 104 | 1.3% | |
| Other values (13) | 372 | 4.6% |
| Value | Count | Frequency (%) | |
| 1 | 2533 | 31.0% | |
| 2 | 6 | 0.1% | |
| 3 | 424 | 5.2% | |
| 4 | 1242 | 15.2% | |
| 5 | 52 | 0.6% |
| Value | Count | Frequency (%) | |
| 25 | 2 | < 0.1% | |
| 22 | 3 | < 0.1% | |
| 21 | 11 | 0.1% | |
| 20 | 8 | 0.1% | |
| 19 | 8 | 0.1% |
| Distinct count | 2857 |
|---|---|
| Unique (%) | 35.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4037.0762161499815 |
|---|---|
| Minimum | 0.0 |
| Maximum | 57037.0 |
| Zeros | 5009 |
| Zeros (%) | 61.4% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4636 |
| 95-th percentile | 27090 |
| Maximum | 57037 |
| Range | 57037 |
| Interquartile range (IQR) | 4636 |
Descriptive statistics
| Standard deviation | 8777.139104 |
|---|---|
| Coefficient of variation (CV) | 2.174132623 |
| Kurtosis | 9.870592126 |
| Mean | 4037.076216 |
| Median Absolute Deviation (MAD) | 5324.619579 |
| Skewness | 3.12018688 |
| Sum | 32946579 |
| Variance | 77038170.86 |
| Value | Count | Frequency (%) | |
| 0 | 5009 | 61.4% | |
| 4263 | 4 | < 0.1% | |
| 1391 | 4 | < 0.1% | |
| 1310 | 4 | < 0.1% | |
| 3826 | 3 | < 0.1% | |
| 2740 | 3 | < 0.1% | |
| 4567 | 3 | < 0.1% | |
| 3863 | 3 | < 0.1% | |
| 4448 | 3 | < 0.1% | |
| 8174 | 3 | < 0.1% | |
| Other values (2847) | 3122 | 38.3% |
| Value | Count | Frequency (%) | |
| 0 | 5009 | 61.4% | |
| 502 | 1 | < 0.1% | |
| 506 | 1 | < 0.1% | |
| 518 | 1 | < 0.1% | |
| 519 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 57037 | 1 | < 0.1% | |
| 53986 | 1 | < 0.1% | |
| 53568 | 1 | < 0.1% | |
| 53477 | 1 | < 0.1% | |
| 52507 | 1 | < 0.1% |
| Distinct count | 6 |
|---|---|
| Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7985540987624066 |
|---|---|
| Minimum | 0 |
| Maximum | 5 |
| Zeros | 5009 |
| Zeros (%) | 61.4% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.158452681 |
|---|---|
| Coefficient of variation (CV) | 1.450687791 |
| Kurtosis | 0.2860042955 |
| Mean | 0.7985540988 |
| Median Absolute Deviation (MAD) | 0.9802616054 |
| Skewness | 1.209242991 |
| Sum | 6517 |
| Variance | 1.342012615 |
| Value | Count | Frequency (%) | |
| 0 | 5009 | 61.4% | |
| 2 | 1171 | 14.3% | |
| 1 | 997 | 12.2% | |
| 3 | 776 | 9.5% | |
| 4 | 190 | 2.3% | |
| 5 | 18 | 0.2% |
| Value | Count | Frequency (%) | |
| 0 | 5009 | 61.4% | |
| 1 | 997 | 12.2% | |
| 2 | 1171 | 14.3% | |
| 3 | 776 | 9.5% | |
| 4 | 190 | 2.3% |
| Value | Count | Frequency (%) | |
| 5 | 18 | 0.2% | |
| 4 | 190 | 2.3% | |
| 3 | 776 | 9.5% | |
| 2 | 1171 | 14.3% | |
| 1 | 997 | 12.2% |
| Distinct count | 13 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6955030020830781 |
|---|---|
| Minimum | 0 |
| Maximum | 13 |
| Zeros | 3712 |
| Zeros (%) | 45.5% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.147111744 |
|---|---|
| Coefficient of variation (CV) | 1.266356793 |
| Kurtosis | 1.378141796 |
| Mean | 1.695503002 |
| Median Absolute Deviation (MAD) | 1.739591745 |
| Skewness | 1.348335868 |
| Sum | 13837 |
| Variance | 4.610088843 |
| Value | Count | Frequency (%) | |
| 0 | 3712 | 45.5% | |
| 1 | 1157 | 14.2% | |
| 2 | 948 | 11.6% | |
| 3 | 758 | 9.3% | |
| 4 | 599 | 7.3% | |
| 5 | 399 | 4.9% | |
| 6 | 266 | 3.3% | |
| 7 | 167 | 2.0% | |
| 8 | 84 | 1.0% | |
| 9 | 45 | 0.6% | |
| Other values (3) | 26 | 0.3% |
| Value | Count | Frequency (%) | |
| 0 | 3712 | 45.5% | |
| 1 | 1157 | 14.2% | |
| 2 | 948 | 11.6% | |
| 3 | 758 | 9.3% | |
| 4 | 599 | 7.3% |
| Value | Count | Frequency (%) | |
| 13 | 2 | < 0.1% | |
| 11 | 11 | 0.1% | |
| 10 | 13 | 0.2% | |
| 9 | 45 | 0.6% | |
| 8 | 84 | 1.0% |
CAR_AGE
Real number (ℝ)
| Distinct count | 30 |
|---|---|
| Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.30780541600294 |
|---|---|
| Minimum | -3.0 |
| Maximum | 28.0 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | -3 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 8 |
| Q3 | 12 |
| 95-th percentile | 18 |
| Maximum | 28 |
| Range | 31 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.520292254 |
|---|---|
| Coefficient of variation (CV) | 0.6644705765 |
| Kurtosis | -0.5945111857 |
| Mean | 8.307805416 |
| Median Absolute Deviation (MAD) | 4.453047173 |
| Skewness | 0.3023587845 |
| Sum | 67800 |
| Variance | 30.47362657 |
| Value | Count | Frequency (%) | |
| 1 | 1934 | 23.7% | |
| 8 | 1047 | 12.8% | |
| 9 | 526 | 6.4% | |
| 7 | 524 | 6.4% | |
| 10 | 469 | 5.7% | |
| 11 | 460 | 5.6% | |
| 6 | 451 | 5.5% | |
| 12 | 368 | 4.5% | |
| 13 | 356 | 4.4% | |
| 14 | 311 | 3.8% | |
| Other values (20) | 1715 | 21.0% |
| Value | Count | Frequency (%) | |
| -3 | 1 | < 0.1% | |
| 0 | 3 | < 0.1% | |
| 1 | 1934 | 23.7% | |
| 2 | 12 | 0.1% | |
| 3 | 54 | 0.7% |
| Value | Count | Frequency (%) | |
| 28 | 1 | < 0.1% | |
| 27 | 1 | < 0.1% | |
| 26 | 2 | < 0.1% | |
| 25 | 6 | 0.1% | |
| 24 | 10 | 0.1% |
| Distinct count | 6612 |
|---|---|
| Unique (%) | 81.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.014746199093 |
|---|---|
| Minimum | 0.0 |
| Maximum | 12.81320159213428 |
| Zeros | 615 |
| Zeros (%) | 7.5% |
| Memory size | 63.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.29917165 |
| median | 10.89727622 |
| Q3 | 11.33026385 |
| 95-th percentile | 11.92191768 |
| Maximum | 12.81320159 |
| Range | 12.81320159 |
| Interquartile range (IQR) | 1.031092202 |
Descriptive statistics
| Standard deviation | 2.984950386 |
|---|---|
| Coefficient of variation (CV) | 0.29805552 |
| Kurtosis | 6.63399289 |
| Mean | 10.0147462 |
| Median Absolute Deviation (MAD) | 1.716057401 |
| Skewness | -2.811999957 |
| Sum | 81730.34373 |
| Variance | 8.909928808 |
| Value | Count | Frequency (%) | |
| 0 | 615 | 7.5% | |
| 10.89727622 | 447 | 5.5% | |
| 10.19768585 | 4 | < 0.1% | |
| 11.031513 | 4 | < 0.1% | |
| 10.78952524 | 4 | < 0.1% | |
| 11.31932858 | 3 | < 0.1% | |
| 10.82311272 | 3 | < 0.1% | |
| 10.76877968 | 3 | < 0.1% | |
| 11.87998926 | 3 | < 0.1% | |
| 11.29207927 | 3 | < 0.1% | |
| Other values (6602) | 7072 | 86.7% |
| Value | Count | Frequency (%) | |
| 0 | 615 | 7.5% | |
| 1.791759469 | 1 | < 0.1% | |
| 2.079441542 | 1 | < 0.1% | |
| 2.944438979 | 1 | < 0.1% | |
| 4.262679877 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.81320159 | 1 | < 0.1% | |
| 12.71391382 | 1 | < 0.1% | |
| 12.67647619 | 1 | < 0.1% | |
| 12.64313009 | 1 | < 0.1% | |
| 12.63224847 | 1 | < 0.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 | 1077 |
| Value | Count | Frequency (%) | |
| 1 | 7084 | 86.8% | |
| 0 | 1077 | 13.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 1077 |
| Value | Count | Frequency (%) | |
| 0 | 7084 | 86.8% | |
| 1 | 1077 | 13.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 4894 | 60.0% | |
| 1 | 3267 | 40.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 4894 | 60.0% | |
| 0 | 3267 | 40.0% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 4375 | 53.6% | |
| 0 | 3786 | 46.4% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 4375 | 53.6% | |
| 1 | 3786 | 46.4% |
EDUCATION_Bachelors
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5919 | 72.5% | |
| 1 | 2242 | 27.5% |
EDUCATION_High School
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5831 | 71.4% | |
| 1 | 2330 | 28.6% |
EDUCATION_Masters
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6503 | 79.7% | |
| 1 | 1658 | 20.3% |
EDUCATION_PhD
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 728 |
| Value | Count | Frequency (%) | |
| 0 | 7433 | 91.1% | |
| 1 | 728 | 8.9% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 1203 |
| Value | Count | Frequency (%) | |
| 0 | 6958 | 85.3% | |
| 1 | 1203 | 14.7% |
JOB_Blue Collar
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6336 | 77.6% | |
| 1 | 1825 | 22.4% |
JOB_Clerical
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 1271 |
| Value | Count | Frequency (%) | |
| 0 | 6890 | 84.4% | |
| 1 | 1271 | 15.6% |
JOB_Doctor
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 246 |
| Value | Count | Frequency (%) | |
| 0 | 7915 | 97.0% | |
| 1 | 246 | 3.0% |
JOB_Home Maker
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 641 |
| Value | Count | Frequency (%) | |
| 0 | 7520 | 92.1% | |
| 1 | 641 | 7.9% |
JOB_Lawyer
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 835 |
| Value | Count | Frequency (%) | |
| 0 | 7326 | 89.8% | |
| 1 | 835 | 10.2% |
JOB_Manager
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 988 |
| Value | Count | Frequency (%) | |
| 0 | 7173 | 87.9% | |
| 1 | 988 | 12.1% |
JOB_Professional
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 1117 |
| Value | Count | Frequency (%) | |
| 0 | 7044 | 86.3% | |
| 1 | 1117 | 13.7% |
JOB_Student
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 712 |
| Value | Count | Frequency (%) | |
| 0 | 7449 | 91.3% | |
| 1 | 712 | 8.7% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5132 | 62.9% | |
| 1 | 3029 | 37.1% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 5132 | 62.9% | |
| 0 | 3029 | 37.1% |
CAR_TYPE_Minivan
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6016 | 73.7% | |
| 1 | 2145 | 26.3% |
CAR_TYPE_Panel Truck
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 676 |
| Value | Count | Frequency (%) | |
| 0 | 7485 | 91.7% | |
| 1 | 676 | 8.3% |
CAR_TYPE_Pickup
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6772 | 83.0% | |
| 1 | 1389 | 17.0% |
CAR_TYPE_SUV
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 5867 | 71.9% | |
| 1 | 2294 | 28.1% |
CAR_TYPE_Sports Car
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 907 |
| Value | Count | Frequency (%) | |
| 0 | 7254 | 88.9% | |
| 1 | 907 | 11.1% |
CAR_TYPE_Van
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 750 |
| Value | Count | Frequency (%) | |
| 0 | 7411 | 90.8% | |
| 1 | 750 | 9.2% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 1 | |
|---|---|
| 0 | 1000 |
| Value | Count | Frequency (%) | |
| 1 | 7161 | 87.7% | |
| 0 | 1000 | 12.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 | 1000 |
| Value | Count | Frequency (%) | |
| 0 | 7161 | 87.7% | |
| 1 | 1000 | 12.3% |
| Distinct count | 2 |
|---|---|
| Unique (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.1 KiB |
| 0 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 0 | 6492 | 79.5% | |
| 1 | 1669 | 20.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| TARGET_FLAG | KIDSDRIV | AGE | HOMEKIDS | YOJ | TRAVTIME | BLUEBOOK | TIF | OLDCLAIM | CLM_FREQ | MVR_PTS | CAR_AGE | LOG_INCOME | PARENT1_No | PARENT1_Yes | MSTATUS_No | MSTATUS_Yes | SEX_F | SEX_M | EDUCATION_Bachelors | EDUCATION_High School | EDUCATION_Masters | EDUCATION_PhD | EDUCATION_lower than High School | JOB_Blue Collar | JOB_Clerical | JOB_Doctor | JOB_Home Maker | JOB_Lawyer | JOB_Manager | JOB_Professional | JOB_Student | CAR_USE_Commercial | CAR_USE_Private | CAR_TYPE_Minivan | CAR_TYPE_Panel Truck | CAR_TYPE_Pickup | CAR_TYPE_SUV | CAR_TYPE_Sports Car | CAR_TYPE_Van | REVOKED_No | REVOKED_Yes | URBANICITY_Highly Rural/ Rural | URBANICITY_Highly Urban/ Urban | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | 60.0 | 0 | 11.0 | 14 | 14230.0 | 11 | 4461.0 | 2 | 3 | 18.0 | 11.117658 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 1 | 0 | 0 | 43.0 | 0 | 11.0 | 22 | 14940.0 | 1 | 0.0 | 0 | 0 | 1.0 | 11.423548 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 2 | 0 | 0 | 35.0 | 1 | 10.0 | 5 | 4010.0 | 4 | 38690.0 | 2 | 3 | 10.0 | 9.682841 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| 3 | 0 | 0 | 51.0 | 0 | 14.0 | 32 | 15440.0 | 7 | 0.0 | 0 | 0 | 6.0 | 10.897276 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 4 | 0 | 0 | 50.0 | 0 | 11.0 | 36 | 18000.0 | 1 | 19217.0 | 2 | 3 | 17.0 | 11.652574 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 |
| 5 | 1 | 0 | 34.0 | 1 | 12.0 | 46 | 17430.0 | 1 | 0.0 | 0 | 0 | 7.0 | 11.738482 | 0 | 1 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 |
| 6 | 0 | 0 | 54.0 | 0 | 11.0 | 33 | 8780.0 | 1 | 0.0 | 0 | 0 | 1.0 | 9.839269 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| 7 | 1 | 1 | 37.0 | 2 | 11.0 | 44 | 16970.0 | 1 | 2374.0 | 1 | 10 | 7.0 | 11.589535 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 |
| 8 | 1 | 0 | 34.0 | 0 | 10.0 | 34 | 11200.0 | 1 | 0.0 | 0 | 0 | 1.0 | 11.050557 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| 9 | 0 | 0 | 50.0 | 0 | 7.0 | 48 | 18510.0 | 7 | 0.0 | 0 | 1 | 17.0 | 11.580145 | 1 | 0 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 | 0 |
Last rows
| TARGET_FLAG | KIDSDRIV | AGE | HOMEKIDS | YOJ | TRAVTIME | BLUEBOOK | TIF | OLDCLAIM | CLM_FREQ | MVR_PTS | CAR_AGE | LOG_INCOME | PARENT1_No | PARENT1_Yes | MSTATUS_No | MSTATUS_Yes | SEX_F | SEX_M | EDUCATION_Bachelors | EDUCATION_High School | EDUCATION_Masters | EDUCATION_PhD | EDUCATION_lower than High School | JOB_Blue Collar | JOB_Clerical | JOB_Doctor | JOB_Home Maker | JOB_Lawyer | JOB_Manager | JOB_Professional | JOB_Student | CAR_USE_Commercial | CAR_USE_Private | CAR_TYPE_Minivan | CAR_TYPE_Panel Truck | CAR_TYPE_Pickup | CAR_TYPE_SUV | CAR_TYPE_Sports Car | CAR_TYPE_Van | REVOKED_No | REVOKED_Yes | URBANICITY_Highly Rural/ Rural | URBANICITY_Highly Urban/ Urban | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8151 | 0 | 0 | 54.0 | 0 | 13.0 | 18 | 19660.0 | 1 | 24690.0 | 1 | 6 | 4.0 | 11.312265 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 |
| 8152 | 0 | 1 | 46.0 | 0 | 12.0 | 26 | 15060.0 | 4 | 33026.0 | 3 | 0 | 1.0 | 10.714840 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
| 8153 | 0 | 0 | 48.0 | 0 | 10.0 | 59 | 17430.0 | 13 | 0.0 | 0 | 4 | 18.0 | 11.620038 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 1 |
| 8154 | 0 | 1 | 38.0 | 4 | 16.0 | 15 | 24740.0 | 1 | 9245.0 | 3 | 3 | 15.0 | 9.450774 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 8155 | 0 | 0 | 41.0 | 0 | 7.0 | 41 | 5600.0 | 1 | 0.0 | 0 | 0 | 7.0 | 8.741456 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
| 8156 | 0 | 0 | 35.0 | 0 | 11.0 | 51 | 27330.0 | 10 | 0.0 | 0 | 0 | 8.0 | 10.671580 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |
| 8157 | 0 | 1 | 45.0 | 2 | 9.0 | 21 | 13270.0 | 15 | 0.0 | 0 | 2 | 17.0 | 12.011699 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 8158 | 0 | 0 | 46.0 | 0 | 9.0 | 36 | 24490.0 | 6 | 0.0 | 0 | 0 | 1.0 | 11.582498 | 1 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 8159 | 0 | 0 | 50.0 | 0 | 7.0 | 36 | 22550.0 | 6 | 0.0 | 0 | 0 | 11.0 | 10.679274 | 1 | 0 | 0 | 1 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
| 8160 | 0 | 0 | 52.0 | 0 | 11.0 | 64 | 19400.0 | 6 | 0.0 | 0 | 0 | 9.0 | 10.882490 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 0 |